QDComparison: Modern Nonparametric Tools for Two-Sample Quantile and Distribution Comparisons

Allows practitioners to determine (i) if two univariate distributions (which can be continuous, discrete, or even mixed) are equal, (ii) how two distributions differ (shape differences, e.g., location, scale, etc.), and (iii) where two distributions differ (at which quantiles), all using nonparametric LP statistics. The primary reference is Jungreis, D. and Mukhopadhyay, S. (2018, Technical Report).

Package details

AuthorDavid Jungreis, Subhadeep Mukhopadhyay
MaintainerDavid Jungreis <[email protected]>
Package repositoryView on CRAN
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QDComparison documentation built on Oct. 31, 2018, 1:05 a.m.